DocumentCode
533176
Title
Detection of composite forged image
Author
Zhang, Zhen ; Yu, Zhou ; Su, BaiNa
Author_Institution
Sch. of Electr. Eng., Zhengzhou Univ., Zhengzhou, China
Volume
11
fYear
2010
fDate
22-24 Oct. 2010
Abstract
With the development of digital technology, original analog photograph has been increasingly replaced by digital image, and the forgery of digital image has become more and more easy and diversiform. For the most common blur operations of composite forged image, this paper presents a localization approach of forged region based on detection of image edge. First of all, we process the image, which is to be detected, with a smoothing filter, and then use the LOG (Laplace-Gaussian Operator) edge detector for edge detection, finally, we make judgment on missed edge: if the forged region is connected and its size is not less than 0.85% of the whole image´s size, we can judge this forgery is significative. Experimental results demonstrate that the proposed approach can accurately detect the blur operation traces of composite forged images, and can precisely locate the forged region.
Keywords
digital photography; edge detection; image restoration; Laplace Gaussian operator; analog photograph; blur operation; digital image; edge detection; forged image; smoothing filter; Forensics; Image edge detection; LOG; edge extracting; image forging detection; smooth filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5623140
Filename
5623140
Link To Document